elyx0 / rosenblattperceptronjs

Training of a Perceptron in the Browser with Vue.js & SVG.

Rosenblatt Perceptron

DEMO: https://rosenblattperceptron.herokuapp.com/

Training of a Perceptron in the Browser with Vue.js & SVG.

This is a demonstration of training a perceptron to categorize entities between friendly or not according to 2 features, teeth and size.

Screenshot

Training:

Install

• Note: requires a node version >= 6 and an npm version >= 3.

First, clone the repo via git:

git clone https://github.com/elyx0/rosenblattperceptronjs.git your-project-name

And then install dependencies.

$ cd your-project-name && npm install

💡 you will need to run npm run build for publishing like for heroku

Run

$ npm run hot-server

Then head to localhost:8080 in the browser.

Testing

$ npm run test

rosenblattperceptronjs's Issues

pushing bias in train

Hello, thanks for your awesome post and code.
I don't understand, why do you push 1 into the inputs instead of pushing this.bias in the train func here: https://github.com/Elyx0/rosenblattperceptronjs/blob/master/src/Perceptron.js#L16

shouldn't this code:

 if (inputs.length != this.weights.length) inputs.push(1); // Adding the bias

look like this?

 if (inputs.length != this.weights.length) inputs.push(this.bias); // Adding the bias